diff --git a/README.md b/README.md
index aa2ecd9..c5e9557 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ Embed [Observable Notebooks](https://observablehq.com/) in [Shiny for Python](ht
 
 Shinyobservable makes it a breeze to integrate libraries such as [D3](https://d3js.org/).
 
-Create any kind of JavaScript visualizations and let Shiny handle the interactivity. 
+Create any kind of JavaScript visualizations and let Shiny handle your data and interactivity. 
 
 ## Features
 
@@ -12,6 +12,15 @@ Create any kind of JavaScript visualizations and let Shiny handle the interactiv
 * Embed selected cells only
 * Update data cells to update visualizations
 
+## Installation
+
+```bash
+pip install shinyobservable
+
+# Dev
+pip install git+https://github.com/eodaGmbH/py-shiny-shinyobservable
+```
+
 ## Quickstart
 
 ```python
@@ -39,6 +48,6 @@ def render_cells():
 
 Enjoy your Observable Notebook in Shiny!
 
-![](docs/images/complete-notebook.png)
+![](docs/images/chart-cell.png)
 
 See [docs/examples/getting_started/playground.py](docs/examples/getting_started/playground.py) for a detailed example.
diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000..b3de94a
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,9 @@
+# API Docs
+
+::: shinyobservable.Observable
+
+::: shinyobservable.ObservableRenderer
+
+::: shinyobservable.output_observable
+
+::: shinyobservable.ObservableContext
diff --git a/docs/examples/getting_started/basic_usage.py b/docs/examples/getting_started/basic_usage.py
index 4b743b7..fe4bdba 100644
--- a/docs/examples/getting_started/basic_usage.py
+++ b/docs/examples/getting_started/basic_usage.py
@@ -3,19 +3,19 @@
 from shinyobservable import Observable, ObservableRenderer
 
 NOTEBOOK = "https://observablehq.com/@d3/zoomable-sunburst"
-# NOTEBOOK = "https://observablehq.com/d/31ab0068a4664578"
 
 ui.h1("Observable Notebook in Shiny")
 ui.div(a(NOTEBOOK, href=NOTEBOOK, target="_blank"))
 ui.hr()
 
 
+# Embed selected cells
 @ObservableRenderer
 def render_cells():
     return Observable(NOTEBOOK, cells=["chart"])
-    # return Observable(NOTEBOOK, cells=["mapView", "viewof mapView", "viewof h3Res"])
 
 
+# Include entire notebook
 # @ObservableRenderer
 def render_notebook():
     return Observable(NOTEBOOK)
diff --git a/docs/examples/getting_started/interactivity.py b/docs/examples/getting_started/interactivity.py
new file mode 100644
index 0000000..d6a250c
--- /dev/null
+++ b/docs/examples/getting_started/interactivity.py
@@ -0,0 +1,48 @@
+import random
+import string
+
+from htmltools import a
+from shiny import reactive
+from shiny.express import input, ui
+from shinyobservable import Observable, ObservableContext, ObservableRenderer
+
+NOTEBOOK = "https://observablehq.com/@d3/bar-chart-transitions/2"
+
+ui.h1("Observable Notebook in Shiny")
+ui.div(a(NOTEBOOK, href=NOTEBOOK, target="_blank"))
+ui.hr()
+
+
+def create_data():
+    return [
+        dict(letter=letter, frequency=random.uniform(0, 1))
+        for letter in string.ascii_uppercase[
+            random.randint(0, 3) : random.randint(20, 25)
+        ]
+    ]
+
+
+cells = ["viewof order", "chart", "data"]
+
+
+@ObservableRenderer
+def render_notebook():
+    return Observable(NOTEBOOK, cells=cells).redefine(
+        # data=create_data(),
+        data=[
+            dict(letter="A", frequency=0.1),
+            dict(letter="B", frequency=0.8),
+            dict(letter="C", frequency=0.6),
+        ],
+    )
+
+
+with ui.div(style="padding-top: 10px;"):
+    ui.input_action_button("update_data", "Update data")
+
+
+@reactive.Effect
+@reactive.event(input.update_data)
+async def update_data():
+    async with ObservableContext("render_notebook") as nb:
+        nb.redefine(data=create_data())
diff --git a/docs/examples/getting_started/redefine_data.py b/docs/examples/getting_started/redefine_data.py
new file mode 100644
index 0000000..821e14a
--- /dev/null
+++ b/docs/examples/getting_started/redefine_data.py
@@ -0,0 +1,22 @@
+import requests
+from htmltools import a
+from shiny.express import ui
+from shinyobservable import Observable, ObservableRenderer
+
+NOTEBOOK = "https://observablehq.com/@d3/zoomable-sunburst"
+
+data = requests.get(
+    "https://raw.githubusercontent.com/observablehq/examples/main/custom-data/population.json"
+).json()
+
+print(data)
+
+ui.h1("Observable Notebook in Shiny")
+ui.div(a(NOTEBOOK, href=NOTEBOOK, target="_blank"))
+ui.hr()
+
+
+@ObservableRenderer
+def render_cells():
+    # Update the 'data' cell with the data downloaded above
+    return Observable(NOTEBOOK, cells=["chart"]).redefine(data=data)
diff --git a/docs/getting_started/interactivity.md b/docs/getting_started/interactivity.md
new file mode 100644
index 0000000..70958d8
--- /dev/null
+++ b/docs/getting_started/interactivity.md
@@ -0,0 +1,3 @@
+```python
+-8<-- "getting_started/interactivity.py"
+```
diff --git a/docs/getting_started/redefine_data.md b/docs/getting_started/redefine_data.md
new file mode 100644
index 0000000..f18413d
--- /dev/null
+++ b/docs/getting_started/redefine_data.md
@@ -0,0 +1,3 @@
+```python
+-8<-- "getting_started/redefine_data.py"
+```
diff --git a/docs/images/chart-cell.png b/docs/images/chart-cell.png
new file mode 100644
index 0000000..3f99f7e
Binary files /dev/null and b/docs/images/chart-cell.png differ
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..dc6f954
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,32 @@
+# Welcome to Shinyobservable
+
+Embed [Observable Notebooks](https://observablehq.com/) in [Shiny for Python](https://shiny.posit.co/py/).
+
+[Shinyobservable](https://github.com/eodaGmbH/py-shiny-observable) makes it a breeze to integrate libraries such as [D3](https://d3js.org/).
+
+Create any kind of JavaScript visualizations and let Shiny handle your data and interactivity. 
+
+## Features
+
+* Embed entire notebooks
+* Embed selected cells only
+* Update data cells to update visualizations
+
+## Installation
+
+```bash
+pip install shinyobservable
+
+# Dev
+pip install git+https://github.com/eodaGmbH/py-shiny-shinyobservable
+```
+
+## Quickstart
+
+```python
+-8<-- "getting_started/basic_usage.py"
+```
+
+Enjoy your notebook!
+
+![](images/chart-cell.png)
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..bf7a052
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,43 @@
+site_name: Shinyobservable
+
+theme:
+  name: material
+  palette:
+    primary: "green"
+  features:
+    - navigation.tabs
+    - navigation.tabs.sticky
+
+nav:
+  - Getting Started:
+      - Welcome to Shinyobservable: index.md
+      - Redefine data cells: getting_started/redefine_data.md
+      - Interactivity: getting_started/interactivity.md
+  - API Documentation: api.md
+
+markdown_extensions:
+  - attr_list
+  - md_in_html
+  - pymdownx.highlight:
+      anchor_linenums: true
+      line_spans: __span
+      pygments_lang_class: true
+  - pymdownx.inlinehilite:
+  - pymdownx.superfences:
+  - pymdownx.snippets:
+      check_paths: true
+      base_path: [docs/examples, "."]
+
+plugins:
+  - search:
+  - mkdocstrings:
+      handlers:
+        python:
+          options:
+            docstring_style: google
+            docstring_section_style: table
+            show_root_heading: true
+            show_source: true
+
+watch:
+  - shinyobservable
\ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
index c7a0af9..14c09af 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -53,6 +53,21 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 [package.extras]
 tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
+[[package]]
+name = "babel"
+version = "2.14.0"
+description = "Internationalization utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+]
+
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "black"
 version = "24.1.1"
@@ -100,6 +115,118 @@ d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "certifi"
+version = "2024.2.2"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
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+]
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -142,6 +269,39 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]
 
+[[package]]
+name = "ghp-import"
+version = "2.1.0"
+description = "Copy your docs directly to the gh-pages branch."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"},
+    {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.8.1"
+
+[package.extras]
+dev = ["flake8", "markdown", "twine", "wheel"]
+
+[[package]]
+name = "griffe"
+version = "0.40.1"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "griffe-0.40.1.tar.gz", hash = "sha256:66c48a62e2ce5784b6940e603300fcfb807b6f099b94e7f753f1841661fd5c7c"},
+]
+
+[package.dependencies]
+colorama = ">=0.4"
+
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -186,6 +346,26 @@ files = [
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "7.0.1"
+description = "Read metadata from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -213,6 +393,24 @@ files = [
 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "jinja2"
+version = "3.1.3"
+description = "A very fast and expressive template engine."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "linkify-it-py"
 version = "2.0.3"
@@ -234,6 +432,25 @@ dev = ["black", "flake8", "isort", "pre-commit", "pyproject-flake8"]
 doc = ["myst-parser", "sphinx", "sphinx-book-theme"]
 test = ["coverage", "pytest", "pytest-cov"]
 
+[[package]]
+name = "markdown"
+version = "3.5.2"
+description = "Python implementation of John Gruber's Markdown."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "Markdown-3.5.2.tar.gz", hash = "sha256:e1ac7b3dc550ee80e602e71c1d168002f062e49f1b11e26a36264dafd4df2ef8"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
+testing = ["coverage", "pyyaml"]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -259,6 +476,76 @@ profiling = ["gprof2dot"]
 rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
+[[package]]
+name = "markupsafe"
+version = "2.1.5"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "mdit-py-plugins"
 version = "0.4.0"
@@ -291,6 +578,154 @@ files = [
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+category = "dev"
+optional = false
+python-versions = ">=3.6"
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+category = "dev"
+optional = false
+python-versions = ">=3.7"
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+platformdirs = ">=2.2.0"
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+description = "Automatically link across pages in MkDocs."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
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+optional = false
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+category = "dev"
+optional = false
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+platformdirs = ">=2.2.0"
+pymdown-extensions = ">=6.3"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
+
+[package.extras]
+crystal = ["mkdocstrings-crystal (>=0.3.4)"]
+python = ["mkdocstrings-python (>=0.5.2)"]
+python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
+
+[[package]]
+name = "mkdocstrings-python"
+version = "1.8.0"
+description = "A Python handler for mkdocstrings."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+mkdocstrings = ">=0.20"
+
 [[package]]
 name = "mypy-extensions"
 version = "1.0.0"
@@ -315,6 +750,17 @@ files = [
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 ]
 
+[[package]]
+name = "paginate"
+version = "0.5.6"
+description = "Divides large result sets into pages for easier browsing"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "pathspec"
 version = "0.12.1"
@@ -374,6 +820,41 @@ files = [
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "pygments"
+version = "2.17.2"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
+]
+
+[package.extras]
+plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pymdown-extensions"
+version = "10.7"
+description = "Extension pack for Python Markdown."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+pyyaml = "*"
+
+[package.extras]
+extra = ["pygments (>=2.12)"]
+
 [[package]]
 name = "pytest"
 version = "8.0.0"
@@ -397,6 +878,21 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
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+]
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "python-multipart"
 version = "0.0.9"
@@ -412,6 +908,81 @@ files = [
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+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
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 [[package]]
 name = "questionary"
 version = "2.0.1"
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 [package.dependencies]
 prompt_toolkit = ">=2.0,<=3.0.36"
 
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+
 [[package]]
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 version = "0.7.1"
@@ -460,6 +1156,18 @@ dev = ["black (>=23.1,<24.0)", "flake8 (>=6.0.0)", "flake8-bugbear (>=23.2.13)",
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 version = "1.3.0"
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 [package.extras]
 test = ["coverage", "pytest", "pytest-cov"]
 
+[[package]]
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+description = "HTTP library with thread-safe connection pooling, file post, and more."
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+
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 version = "0.27.1"
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+    {file = "watchdog-4.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6a80d5cae8c265842c7419c560b9961561556c4361b297b4c431903f8c33b269"},
+    {file = "watchdog-4.0.0-py3-none-win32.whl", hash = "sha256:8f9a542c979df62098ae9c58b19e03ad3df1c9d8c6895d96c0d51da17b243b1c"},
+    {file = "watchdog-4.0.0-py3-none-win_amd64.whl", hash = "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245"},
+    {file = "watchdog-4.0.0-py3-none-win_ia64.whl", hash = "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7"},
+    {file = "watchdog-4.0.0.tar.gz", hash = "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec"},
+]
+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)"]
+
 [[package]]
 name = "watchfiles"
 version = "0.21.0"
@@ -732,7 +1500,23 @@ files = [
     {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
 ]
 
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9"
-content-hash = "12cf19e3ac7ae5348ba87d3df0bd96d88f944936b144cfb24e43f93e29671af7"
+content-hash = "76962dfa6f269db6d65084ffe48fc65e22d2b5640545c7d9d1a910c5c7210da0"
diff --git a/pyproject.toml b/pyproject.toml
index faeac8b..a158592 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,6 +15,9 @@ shiny = "^0.7.1"
 isort = "^5.13.2"
 black = "^24.1.1"
 pytest = "^8.0.0"
+mkdocs = "^1.5.3"
+mkdocs-material = "^9.5.9"
+mkdocstrings = {extras = ["python"], version = "^0.24.0"}
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/shinyobservable/__init__.py b/shinyobservable/__init__.py
index cce915b..c572fdc 100644
--- a/shinyobservable/__init__.py
+++ b/shinyobservable/__init__.py
@@ -1,3 +1,4 @@
 from ._context import ObservableContext
 from ._core import Observable
 from .render import ObservableRenderer
+from .ui import output_observable
diff --git a/shinyobservable/_context.py b/shinyobservable/_context.py
index 1adf0b6..1449cb2 100644
--- a/shinyobservable/_context.py
+++ b/shinyobservable/_context.py
@@ -2,7 +2,12 @@
 
 
 class ObservableContext(object):
-    """Create an Observable context instance"""
+    """Create an Observable context instance
+
+    Arguments:
+        id: The output id of the notebook instance to be updated.
+        session: A Shiny session. If `None`, the active session is used.
+    """
 
     data = dict()
 
@@ -18,6 +23,7 @@ async def __aexit__(self, exc_type, exc_val, exc_tb):
         await self.render()
 
     def redefine(self, **kwargs) -> None:
+        """Redefine cells of the embedded notebook"""
         self.data = kwargs
 
     async def render(self):
diff --git a/shinyobservable/_core.py b/shinyobservable/_core.py
index 1baa852..45f6d95 100644
--- a/shinyobservable/_core.py
+++ b/shinyobservable/_core.py
@@ -34,6 +34,18 @@ def __init__(
         self.cells = cells
 
     def redefine(self, **kwargs) -> Observable:
+        """Redefine cells of the embedded notebook
+
+        Examples:
+            >>> # Redefine the data cell of a notebook
+            >>> nb = Observable("some-notebook").redefine(
+            ...     data=[
+            ...         dict(x=1, y=2),
+            ...         dict(x=2, y=4)
+            ...     ]
+            ... )
+            >>>
+        """
         self.data = kwargs
         return self
 
diff --git a/shinyobservable/ui.py b/shinyobservable/ui.py
index 3993e48..068ef9c 100644
--- a/shinyobservable/ui.py
+++ b/shinyobservable/ui.py
@@ -12,6 +12,11 @@
 
 
 def output_observable(id: str) -> Tag:
+    """Create an output control for an `Observable` object
+
+    Arguments:
+        id: An output id.
+    """
     return ui.div(
         observable_bindings_dep,
         # Use resolve_id so that our component will work in a module